Boxiao Chen

University of Illinois at Chicago - College of Business Administration

Assistant Professor

601 S Morgan St

Chicago, IL 60607

United States

  • University of Illinois at Chicago - College of Business Administration

SCHOLARLY PAPERS

12

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SSRN CITATIONS
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Top 20,321

in Total Papers Citations

34

CROSSREF CITATIONS

17

Scholarly Papers (12)

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1.

Coordinating Pricing and Inventory Replenishment with Nonparametric Demand Learning

Ross School of Business Paper No. 1294
Number of pages: 78 Posted: 25 Nov 2015 Last Revised: 13 Feb 2019
Boxiao Chen, Xiuli Chao and Hyun-Soo Ahn
University of Illinois at Chicago - College of Business Administration, University of Michigan at Ann Arbor - Department of Industrial and Operations Engineering and University of Michigan, Stephen M. Ross School of Business
Downloads 473 (74,653)
Citation 20

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dynamic pricing, inventory control, demand learning, nonparametric estimation, nonperishable products, asymptotic optimality

2.

Nonparametric Learning Algorithms for Joint Pricing and Inventory Control with Lost-Sales and Censored Demand

Number of pages: 44 Posted: 10 Sep 2016 Last Revised: 09 Oct 2020
Boxiao Chen, Xiuli Chao and Cong Shi
University of Illinois at Chicago - College of Business Administration, University of Michigan at Ann Arbor - Department of Industrial and Operations Engineering and University of Michigan at Ann Arbor - Department of Industrial and Operations Engineering
Downloads 399 (91,217)
Citation 5

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algorithm, joint pricing and inventory control, lost-sales, censored demand, nonparametric

3.

Multi-Modal Dynamic Pricing

Number of pages: 37 Posted: 26 Nov 2019 Last Revised: 20 Jul 2020
Yining Wang, Boxiao Chen and David Simchi-Levi
University of Florida - Warrington College of Business Administration, University of Illinois at Chicago - College of Business Administration and Massachusetts Institute of Technology (MIT) - School of Engineering
Downloads 319 (117,713)
Citation 3

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multi-modal reward function, dynamic pricing, nonparametric learning, asymptotic analyses

4.

Dynamic Pricing and Inventory Control with Fixed Ordering Cost and Incomplete Demand Information

Number of pages: 49 Posted: 24 Jun 2020 Last Revised: 18 Jan 2021
Boxiao Chen, David Simchi-Levi, Yining Wang and Yuan Zhou
University of Illinois at Chicago - College of Business Administration, Massachusetts Institute of Technology (MIT) - School of Engineering, University of Florida - Warrington College of Business Administration and University of Illinois at Urbana-Champaign
Downloads 207 (181,685)

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dynamic pricing, inventory control, fixed ordering cost, online learning, asymptotic analysis

5.

Tailored Base-Surge Policies in Dual-Sourcing Inventory Systems with Demand Learning

Number of pages: 66 Posted: 27 Sep 2019 Last Revised: 29 Jun 2021
Boxiao Chen and Cong Shi
University of Illinois at Chicago - College of Business Administration and University of Michigan at Ann Arbor - Department of Industrial and Operations Engineering
Downloads 173 (212,288)
Citation 8

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inventory, dual-sourcing, censored demand, nonparametric, learning, regret analysis

6.

Dynamic Inventory Control with Stockout Substitution and Demand Learning

Number of pages: 78 Posted: 11 May 2018 Last Revised: 08 Aug 2019
Boxiao Chen and Xiuli Chao
University of Illinois at Chicago - College of Business Administration and University of Michigan at Ann Arbor - Department of Industrial and Operations Engineering
Downloads 167 (218,804)
Citation 3

Abstract:

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inventory control, stockout substitution, demand learning, asymptotic optimality

7.

Optimal Policies for Dynamic Pricing and Inventory Control with Nonparametric Censored Demands

Number of pages: 58 Posted: 17 Dec 2020 Last Revised: 26 Dec 2020
Boxiao Chen, Yining Wang and Yuan Zhou
University of Illinois at Chicago - College of Business Administration, University of Florida - Warrington College of Business Administration and University of Illinois at Urbana-Champaign
Downloads 136 (259,030)

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dynamic pricing, inventory replenishment, censored demand, lost sales, regret minimization, bandit learning, non-concavity

8.

Data Based Dynamic Pricing and Inventory Control with Censored Demand and Limited Price Changes

Number of pages: 61 Posted: 09 Dec 2015 Last Revised: 11 Feb 2020
Boxiao Chen, Xiuli Chao and Yining Wang
University of Illinois at Chicago - College of Business Administration, University of Michigan at Ann Arbor - Department of Industrial and Operations Engineering and University of Florida - Warrington College of Business Administration
Downloads 125 (279,272)
Citation 7

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dynamic pricing, inventory replenishment, limited price changes, data-driven algorithm, censored demand, asymptotic analyses

9.

Data-Driven Inventory Control with Shifting Demand

Number of pages: 34 Posted: 19 Dec 2019 Last Revised: 31 Dec 2019
Boxiao Chen
University of Illinois at Chicago - College of Business Administration
Downloads 123 (279,272)

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inventory control, shifting demand, nonparametric learning, censored demand, asymptotic optimality

10.

Self-adapting Robustness in Demand Learning

Number of pages: 40 Posted: 17 Dec 2020
Boxiao Chen, Selvaprabu Nadarajah, Parshan Pakiman and Stefanus Jasin
University of Illinois at Chicago - College of Business Administration, University of Illinois at Chicago - College of Business Administration, University of Illinois at Chicago - College of Business Administration and University of Michigan, Stephen M. Ross School of Business
Downloads 115 (293,023)

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dynamic pricing, demand learning, self-adapting algorithm, robust optimization, risk management, regret minimization

11.

Pricing and Positioning of Horizontally Differentiated Products with Incomplete Demand Information

Number of pages: 63 Posted: 10 Sep 2020 Last Revised: 29 Jan 2021
Arnoud den Boer, Boxiao Chen and Yining Wang
University of Amsterdam - Korteweg-de Vries Institute for Mathematics, University of Illinois at Chicago - College of Business Administration and University of Florida - Warrington College of Business Administration
Downloads 36 (532,148)

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Horizontal Product Differentiation, Hotelling Model, Dynamic Pricing, Product Positioning, Incomplete Information

12.

Parametric Demand Learning with Limited Price Explorations in a Backlog Stochastic Inventory System

Chen, B. and Chao, X., 2019. Parametric demand learning with limited price explorations in a backlog stochastic inventory system. IISE Transactions, 51(6), pp.605-613.
Number of pages: 22 Posted: 25 Apr 2018 Last Revised: 19 Sep 2020
Boxiao Chen and Xiuli Chao
University of Illinois at Chicago - College of Business Administration and University of Michigan at Ann Arbor - Department of Industrial and Operations Engineering
Downloads 10 (702,615)
Citation 2

Abstract:

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backlog inventory control, parametric demand learning, limited price exploration, asymptotic optimality